3-D Vehicle Detection Enhancement Using Tracking Feedback in Sparse Point Clouds Environments

In recent years, vehicle detection in intelligent transportation systems using 3D LIDAR point clouds based on deep neural networks has made substantial progress. However, when the point clouds are very sparse, the detection model cannot generate proposals efficiently, resulting in false negative res...

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Bibliographic Details
Main Authors: Yeqiang Qian, Xiaoliang Wang, Hanyang Zhuang, Chunxiang Wang, Ming Yang
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Open Journal of Intelligent Transportation Systems
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10147030/